Title :
Development on surface defect holes inspection based on image recognition
Author :
Guo, Houkun ; Xiong, Guoliang ; Guo, Zhen ; Hu, Xiaohui
Author_Institution :
Sch. of Mech. & Electr. Eng., East China Jiaotong Univ., Nanchang, China
Abstract :
A novel method of surface defect holes inspection was proposed based on both 2D and 3D image processing & recognition. In this method, the first step is to detect the holes in the binary image converted by the 3D image which is scanned by a 3D laser scanner, and the second step is to confirm the defect holes by dimension calculation using the data of the scanned 3D image. The software is developed in MATLAB.
Keywords :
image recognition; inspection; optical scanners; production engineering computing; solid modelling; 2D image processing; 3D image processing; 3D laser scanner; binary image; dimension calculation; image recognition; matlab; software development; surface defect holes inspection; 3D image recognition; defect holes; laser scanner;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2010 IEEE/ASME International Conference on
Conference_Location :
Montreal, ON
Print_ISBN :
978-1-4244-8031-9
DOI :
10.1109/AIM.2010.5695748
